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Multi-sensor context-awareness in mobile devices and smart artifacts

Authors:

Hans W. Gellersen,

Albercht Schmidt,

Michael BeiglAuthors Info & Claims

Mobile Networks and Applications, Volume 7, Issue 5

Pages 341 - 351

https://doi.org/10.1023/A:1016587515822

Published: 01 October 2002 Publication History

Abstract

The use of context in mobile devices is receiving increasing attention in mobile and ubiquitous computing research. In this article we consider how to augment mobile devices with awareness of their environment and situation as context. Most work to date has been based on integration of generic context sensors, in particular for location and visual context. We propose a different approach based on integration of multiple diverse sensors for awareness of situational context that can not be inferred from location, and targeted at mobile device platforms that typically do not permit processing of visual context. We have investigated multi-sensor context-awareness in a series of projects, and report experience from development of a number of device prototypes. These include development of an awareness module for augmentation of a mobile phone, of the Mediacup exemplifying context-enabled everyday artifacts, and of the Smart-Its platform for aware mobile devices. The prototypes have been explored in various applications to validate the multi-sensor approach to awareness, and to develop new perspectives of how embedded context-awareness can be applied in mobile and ubiquitous computing.

References

[1]

M. Beigl, H.W. Gellersen and A. Schmidt, Mediacups: Experience with design and use of computer-augmented everyday objects, Computer Networks 35(4) (March 2001) 401-409.]]

[2]

P.J. Brown, P.D. Bovey and X. Chen, Context-aware applications: From the laboratory to the marketplace, IEEE Personal Communications 4(5) (1997) 58-64.]]

[3]

K. Cheverst, N. Davies, K. Mitchell and A. Friday, The role of connectivity in supporting context-sensitive applications, in: Proceedings of the First International Symposium on Handheld and Ubiquitous Computing (HUC99), Karlsruhe, Germany (September 1999), Lecture Notes in Computer Science No. 1707 (Springer-Verlag, 1999).]]

Digital Library

[4]

B. Clarkson, N. Sawhney and A. Pentland, Auditory context awareness via wearable computing, in: Proceedings of the 1998 Workshop on Perceptual User Interfaces (PUI'98), San Francisco, CA (November 1998).]]

[5]

B. Clarkson, K. Mase and A. Pentland, Recognizing user context via wearable sensors, in: Proceedings of the IEEE International Symposium on Wearable Computing (ISWC'00), Atlanta, GA (October 2000) pp. 69-76.]]

[6]

N. Davies, K. Cheverst, K. Mitchell and A. Friday, Caches in the air: Disseminating information in the guide system, in: Proceedings of the Second IEEE Workshop on Mobile Computing Systems and Applications (WMCSA '99), New Orleans, LA (February 1999).]]

[7]

A. Dix, T. Rodden, N. Davies, J. Trevor, A. Friday and K. Palfreyman, Exploiting space and location as a design framework for interactive mobile systems, ACM Transactions on Computer-Human Interaction (TOCHI) 7(3) (September 2000) 285-321.]]

[8]

J. Farringdon, A.J. Moore, N. Tilbury, J. Chruch and P.D. Biemond, Wearable sensor badge & sensor jacket for context awareness, in: Proceedings of the International Symposium on Wearable Computing (ISWC'99), San Francisco, CA (November 1999) pp. 107-113.]]

[9]

J. Farringdon and V. Oni, Visual Augmented Memory (VAM), in: Proceedings of the IEEE International Symposium on Wearable Computing (ISWC'00), Atlanta, GA (October 2000) pp. 167-168.]]

[10]

H.W. Gellersen, M. Beigl and H. Krull, The Mediacup: Awareness technology embedded in an everyday object, in: Proceedings of the First International Symposium on Handheld and Ubiquitous Computing (HUC99), Karlsruhe, Germany (September 1999), Lecture Notes in Computer Science No. 1707 (Springer-Verlag, 1999) pp. 308-310.]]

[11]

H.W. Gellersen, M. Beigl and A. Schmidt, Sensor-based context-awareness for situated computing, in: Proceedings of Workshop on Software Engineering for Wearable and Pervasive Computing, Limerick, Ireland (June 2000).]]

[12]

H.W. Gellersen, Ubiquitous computing: Where computation and artefacts meet, Informatik/Informatique 2001(4), Swiss Informatics Societies SVI/FSI (October 2001).]]

[13]

A. Golding and N. Lesh, Indoor navigation using a diverse set of cheap wearable sensors, in: Proceedings of the IEEE International Symposium on Wearable Computing (ISWC'99), San Francisco, CA (October 1999) pp. 29-36.]]

[14]

A. Harter and A. Hopper, A distributed location system for the active office, IEEE Network 8(1) (1994).]]

[15]

J. Healey and R. Picard, StartleCam: A cybernetic wearable camera, in: Proceedings of the International Symposium on Wearable Computing, Pittsburgh, PA (October 1998) pp. 42-49.]]

Digital Library

[16]

L.E. Holmquist, F. Mattern, B. Schiele, P. Alahuhta, M. Beigl and H.W. Gellersen, Smart-Its friends: A technique for users to easily establish connections between smart artefacts, in: Proceedings of UBICOMP 2001, Atlanta, GA (September 2001).]]

Digital Library

[17]

G. Kortuem, M. Bauer and Z. Segall, NETMAN: the design of a collaborative wearable computer system, Mobile Networks and Applications 4(1) (March 1999) 49-58.]]

[18]

S. Long, R. Kooper, G.D. Abowd and C.G. Atkeson, Rapid prototyping of mobile context-aware applications: the Cyberguide case study, in: Proceedings of the Second International Conference on Mobile Computing and Networking (MOBICOM'96), Rye, NY (November 1996) pp. 97-107.]]

[19]

J. Pascoe, D.R. Morse and N.S. Ryan, Developing personal technology for the field, Personal Technologies 2(1) (March 1998) 28-36.]]

[20]

R. Picard and J. Healey, Affective wearables, Personal Technologies 1(4) (December 1997) 231-240.]]

[21]

J. Rekimoto, Tilting operations for small screen interfaces, in: Proceedings of the ACM Symposium on User Interface Software and Technology (UIST'96), pp. 167-168.]]

[22]

P. Saffo, Sensors: The next wave of InfoTech innovation, 1997 ten-year forecast, Institute for the Future (1977).]]

[23]

D. Salber, A.K. Dey and G.D. Abowd, The Context Toolkit: Aiding the development of context-enabled applications, in: Proceedings of the Conference on Human Factors in Computer Systems (CHI'99), Pittsburgh, PA (May 1999) pp. 434-441.]]

[24]

B.N. Schilit, N.I. Adams and R. Want, Context-aware computing applications, in: Proceedings of the IEEE Workshop on Mobile Computing Systems and Applications, Santa Cruz, CA (December 1994).]]

[25]

A. Schmidt, K.A. Aidoo, A. Takaluoma, U. Tuomela, K. Van Laerhoven and W. Van de Velde, Advanced interaction in context, in: Proceedings of the First International Symposium on Handheld and Ubiquitous Computing (HUC99), Karlsruhe, Germany (September 1999), Lecture Notes in Computer Science No. 1707 (Springer-Verlag, 1999) pp. 89-101.]]

[26]

A. Schmidt, M. Beigl and H.W. Gellersen, There is more to context than location, Computer & Graphics 23(6) (December 1999) 893-901.]]

[27]

A. Schmidt, Implicit human-computer interaction through context, Personal Technologies 4(2-3) (June 2000) 191-199.]]

[28]

A. Schmidt, A. Takaluoma and J. Mäntyjärvi, Context-aware telephony over WAP, Personal Technologies 4(4) (December 2000).]]

[29]

A. Schmidt and K. Van Laerhoven, How to build smart appliances?, IEEE Personal Communications 8(4) (August 2001).]]

[30]

M.T. Smith, SmartCards: Integrating for portable complexity, IEEE Computer (August 1998) 110-112, 115.]]

[31]

T. Starner, B. Schiele and A. Pentland, Visual contextual awareness in wearable computing, in: Proceedings of the International Symposium on Wearable Computing (ISWC'98), Pittsburgh, PA (October 1998) pp. 50-57.]]

[32]

K. Van Laerhoven, K. Aidoo and S. Lowette, Real-time analysis of data from many sensors with neural networks, in: Proceedings of the International Symposium on Wearable Computing (ISWC 2001), Zürich, Switzerland (October 2001).]]

[33]

R. Want, A. Hopper, V. Falcao and J. Gibbons, The Active Badge location system, ACM Transactions on Information Systems 10(1) (January 1992) 91-102.]]

Digital Library

[34]

R. Want, B.N. Schilit, N.I. Adams, R. Gold, K. Petersen, D. Goldberg, J.R. Ellis and M. Weiser, The ParcTab ubiquitous computing experiment, Technical report CSL-95-1, Xerox Palo Alto Research Center (March 1995).]]

[35]

M. Weiser, The computer of the 21st century. Scientific American 265(3) (September 1991) 66-75.]]

Cited By

Hu YHu WQuigley A(2024)Towards Enhanced Context Awareness with Vision-based Multimodal InterfacesAdjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction10.1145/3640471.3686646(1-3)Online publication date: 21-Sep-2024
https://dl.acm.org/doi/10.1145/3640471.3686646
Hu YSun BAn PLi ZHu WQuigley A(2024)MultiSurf-GPT: Facilitating Context-Aware Reasoning with Large-Scale Language Model Agents for Multimodal Surface SensingAdjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction10.1145/3640471.3680450(1-6)Online publication date: 21-Sep-2024
https://dl.acm.org/doi/10.1145/3640471.3680450
Hu YYeo HYuan MFan HElvitigala DHu WQuigley A(2023)MicroCamProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36109217:3(1-28)Online publication date: 27-Sep-2023
https://dl.acm.org/doi/10.1145/3610921
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Index Terms

Multi-sensor context-awareness in mobile devices and smart artifacts
1. Applied computing
  1. Computers in other domains
    1. Personal computers and PC applications
2. Networks
  1. Network types
    1. Mobile networks
    2. Wireless access networks

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Reviews

Reviewer: Peter J. Brown

Sensors can capture the context of a user or physical object. This context can, in turn, be used to modify behavior, or to extract information that is germane to the current situation. A theme behind this paper is that, for sensors, small is beautiful: many small and simple sensors are better than fewer, but more complex ones. The paper describes some interesting practical experiments in the use of simple sensors. The experiments cover modifying the behavior of a mobile phone according to context, and making a coffee cup equipped with sensors provide information about its state (then, lots of active coffee cups saying they are in the same room can indicate a meeting). The paper contains very useful practical information and material for further thought on how context-aware applications will evolve. Online Computing Reviews Service

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Information & Contributors

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Published In

cover image Mobile Networks and Applications

Mobile Networks and Applications Volume 7, Issue 5

October 2002

78 pages

ISSN:1383-469X

Issue’s Table of Contents

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 01 October 2002

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Hu YHu WQuigley A(2024)Towards Enhanced Context Awareness with Vision-based Multimodal InterfacesAdjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction10.1145/3640471.3686646(1-3)Online publication date: 21-Sep-2024
https://dl.acm.org/doi/10.1145/3640471.3686646
Hu YSun BAn PLi ZHu WQuigley A(2024)MultiSurf-GPT: Facilitating Context-Aware Reasoning with Large-Scale Language Model Agents for Multimodal Surface SensingAdjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction10.1145/3640471.3680450(1-6)Online publication date: 21-Sep-2024
https://dl.acm.org/doi/10.1145/3640471.3680450
Hu YYeo HYuan MFan HElvitigala DHu WQuigley A(2023)MicroCamProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36109217:3(1-28)Online publication date: 27-Sep-2023
https://dl.acm.org/doi/10.1145/3610921
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